Optimal Design of Multiechelon Supply Chain Networks with Generalized Production and Warehousing Nodes

This work proposes a mathematical modeling framework for the design of supply chain networks by providing flexibility on facilities’ location and operation. The proposed model addresses the design of a multiproduct and multiechelon network consisting of generalized production/warehousing nodes that can receive any material from any potential supplier or any other generalized production/warehousing node and deliver any material to any market or any other generalized production/warehousing node. The model is formulated as a mixed integer linear programming problem that aims to find the optimal structure of the network in order to satisfy market demand with the minimum overall capital and operational cost. The applicability of the proposed generalized supply chain network design model is illustrated by using a real case study from a European consumer goods company whereas its robustness and value are documented through sensitivity analysis and through a comparison with a counterpart model that utilizes the m...

[1]  María Analía Rodríguez,et al.  Optimal supply chain design and management over a multi-period horizon under demand uncertainty. Part II: A Lagrangean decomposition algorithm , 2014, Comput. Chem. Eng..

[2]  Francisco Saldanha-da-Gama,et al.  Facility location and supply chain management - A review , 2009, Eur. J. Oper. Res..

[3]  K. Tan Supply Chain Management: Practices, Concerns, and Performance Issues , 2002 .

[4]  Marianthi G. Ierapetritou,et al.  Optimal design of sustainable chemical processes and supply chains: A review , 2012, Comput. Chem. Eng..

[5]  Michael C. Georgiadis,et al.  Integration of sale and leaseback in the optimal design of supply chain networks , 2014 .

[6]  Michael Tracey,et al.  The impact of supply‐chain management capabilities on business performance , 2005 .

[7]  R. Sargent,et al.  A general algorithm for short-term scheduling of batch operations */I , 1993 .

[8]  Songsong Liu,et al.  Multiobjective optimisation of production, distribution and capacity planning of global supply chains in the process industry , 2013 .

[9]  Nathalie Bostel,et al.  A dynamic model for facility location in the design of complex supply chains , 2008 .

[10]  Lazaros G. Papageorgiou,et al.  Supply chain optimisation for the process industries: Advances and opportunities , 2009, Comput. Chem. Eng..

[11]  Mary J. Meixell,et al.  Global supply chain design: A literature review and critique , 2005 .

[12]  Venkat Venkatasubramanian,et al.  Optimizing efficiency‐robustness trade‐offs in supply chain design under uncertainty due to disruptions , 2011 .

[13]  R. C. Baker,et al.  A multi-phase mathematical programming approach for effective supply chain design , 2002, Eur. J. Oper. Res..

[14]  Reha Uzsoy,et al.  Production, Manufacturing and Logistics Outbound supply chain network design with mode selection, lead times and capacitated vehicle distribution centers , 2005 .

[15]  Francisco Saldanha-da-Gama,et al.  Dynamic multi-commodity capacitated facility location: a mathematical modeling framework for strategic supply chain planning , 2006, Comput. Oper. Res..

[16]  María Analía Rodríguez,et al.  Optimal supply chain design and management over a multi-period horizon under demand uncertainty. Part I: MINLP and MILP models , 2014, Comput. Chem. Eng..

[17]  Erick C. Jones,et al.  Multi-objective stochastic supply chain modeling to evaluate tradeoffs between profit and quality , 2010 .

[18]  Rakesh Nagi,et al.  A review of integrated analysis of production-distribution systems , 1999 .

[19]  Nilay Shah,et al.  Process industry supply chains: Advances and challenges , 2005, Comput. Chem. Eng..

[20]  Benita M. Beamon,et al.  A multi-objective approach to simultaneous strategic and operational planning in supply chain design , 2000 .

[21]  Mauro Gamberi,et al.  An integrated approach to the design and management of a supply chain system , 2008 .

[22]  Alev Taskin Gumus,et al.  Supply chain network design using an integrated neuro-fuzzy and MILP approach: A comparative design study , 2009, Expert Syst. Appl..

[23]  Rajagopalan Srinivasan,et al.  Supply Chain Redesign—Multimodal Optimization Using a Hybrid Evolutionary Algorithm , 2009 .

[24]  Marc Goetschalckx,et al.  A stochastic programming approach for supply chain network design under uncertainty , 2004, Eur. J. Oper. Res..

[25]  Jason C. H. Chen,et al.  Location and allocation decisions for multi-echelon supply chain network - A multi-objective evolutionary approach , 2013, Expert Syst. Appl..

[26]  P. Miranda,et al.  INCORPORATING INVENTORY CONTROL DECISIONS INTO A STRATEGIC DISTRIBUTION NETWORK DESIGN MODEL WITH STOCHASTIC DEMAND , 2004 .

[27]  Imad Alatiqi,et al.  Optimizing the Supply Chain of a Petrochemical Company under Uncertain Operating and Economic Conditions , 2004 .

[28]  Terry P. Harrison Global Supply Chain Design , 2001, Inf. Syst. Frontiers.

[29]  Hong Yan,et al.  A strategic model for supply chain design with logical constraints: formulation and solution , 2003, Comput. Oper. Res..

[30]  Reza Zanjirani Farahani,et al.  Robust supply chain network design with service level against disruptions and demand uncertainties: A real-life case , 2013, Eur. J. Oper. Res..

[31]  Cheng-Liang Chen,et al.  Multiobjective Optimization for a Multienterprise Supply Chain Network , 2003 .

[32]  Lazaros G. Papageorgiou,et al.  Economic optimisation of a UK advanced biofuel supply chain , 2012 .

[33]  G. Guillén‐Gosálbez,et al.  Enhancing Corporate Value in the Optimal Design of Chemical Supply Chains , 2007 .

[34]  T. Drezner,et al.  Competitive supply chain network design: An overview of classifications, models, solution techniques and applications , 2014 .

[35]  L. Puigjaner,et al.  Multiobjective supply chain design under uncertainty , 2005 .

[36]  Stefan Nickel,et al.  A tabu search heuristic for redesigning a multi-echelon supply chain network over a planning horizon , 2012 .

[37]  Mitsuo Gen,et al.  A steady-state genetic algorithm for multi-product supply chain network design , 2009, Comput. Ind. Eng..

[38]  Bhanu S. Ragu-Nathan,et al.  The impact of supply chain management practices on competitive advantage and organizational performance , 2006 .

[39]  Irem Ozkarahan,et al.  A supply chain distribution network design model: An interactive fuzzy goal programming-based solution approach , 2008 .

[40]  P. Tsiakis,et al.  OPTIMAL PRODUCTION ALLOCATION AND DISTRIBUTION SUPPLY CHAIN NETWORKS , 2008 .

[41]  Vijay R. Kannan,et al.  Supply Chain Management: An Empirical Study of its Impact on Performance , 1999 .

[42]  Jeong-Hun Lee,et al.  Multi-level supply chain network design with routing , 2010 .

[43]  Hamid Davoudpour,et al.  Two-echelon, multi-commodity supply chain network design with mode selection, lead-times and inventory costs , 2012, Comput. Oper. Res..

[44]  Qiang Liu,et al.  A class of multi-objective supply chain networks optimal model under random fuzzy environment and its application to the industry of Chinese liquor , 2008, Inf. Sci..

[45]  Ada Alvarez,et al.  A bi-objective supply chain design problem with uncertainty , 2011 .

[46]  Jafar Razmi,et al.  Introducing a mixed-integer non-linear fuzzy model for risk management in designing supply chain networks , 2013 .

[47]  F. You,et al.  Integrated multi‐echelon supply chain design with inventories under uncertainty: MINLP models, computational strategies , 2009 .

[48]  M. Georgiadis,et al.  Integration of financial statement analysis in the optimal design of supply chain networks under demand uncertainty , 2011 .

[49]  Yannick Frein,et al.  An optimisation model for the design of global multi-echelon supply chains under lead time constraints , 2013 .

[50]  Mohd Rizam Abu Bakar,et al.  Development of a new approach for deterministic supply chain network design , 2009, Eur. J. Oper. Res..

[51]  Tae-Eog Lee,et al.  A three-level supply chain network design model with risk-pooling and lead times , 2010 .

[52]  Yannick Frein,et al.  A strategic-tactical model for the supply chain design in the delocalization context: Mathematical formulation and a case study , 2009 .

[53]  Rajagopalan Srinivasan,et al.  Supply chain redesign through optimal asset management and capital budgeting , 2008, Comput. Chem. Eng..

[54]  Michael C. Georgiadis,et al.  Managing the trade-offs between financial performance and credit solvency in the optimal design of supply chain networks under economic uncertainty , 2013, Comput. Chem. Eng..

[55]  C. Wisner A STRUCTURAL EQUATION MODEL OF SUPPLY CHAIN MANAGEMENT STRATEGIES AND FIRM PERFORMANCE , 2003 .

[56]  Salvatore Miranda,et al.  Strategic Planning and Design of Supply Chains: A Literature Review , 2013 .

[57]  Rosnah Mohd Yusuff,et al.  Integrated supply chain planning under uncertainty using an improved stochastic approach , 2011 .

[58]  Matt Bassett,et al.  Designing optimal global supply chains at Dow AgroSciences , 2013, Ann. Oper. Res..

[59]  H. Edwin Romeijn,et al.  Designing two-echelon supply networks , 2007, Eur. J. Oper. Res..

[60]  D. Elmuti The Perceived Impact of Supply Chain Management on Organizational Effectiveness , 2002 .

[61]  Panos Kouvelis,et al.  Supply Chain Management Research and Production and Operations Management: Review, Trends, and Opportunities , 2006 .

[62]  Susana Relvas,et al.  Design and planning of supply chains with integration of reverse logistics activities under demand uncertainty , 2013, Eur. J. Oper. Res..

[63]  Michael C. Georgiadis,et al.  Optimal design of supply chain networks under uncertain transient demand variations , 2011 .

[64]  Elias Olivares-Benitez,et al.  A supply chain design problem with facility location and bi-objective transportation choices , 2012 .

[65]  C. Pantelides,et al.  Design of Multi-echelon Supply Chain Networks under Demand Uncertainty , 2001 .

[66]  Marc Goetschalckx,et al.  Strategic production-distribution models: A critical review with emphasis on global supply chain models , 1997 .

[67]  Yanina Fumero,et al.  Integrated Modeling Framework for Supply Chain Design Considering Multiproduct Production Facilities , 2013 .

[68]  G. Celano,et al.  A new efficient encoding/decoding procedure for the design of a supply chain network with genetic algorithms , 2010, Comput. Ind. Eng..

[69]  Lazaros G. Papageorgiou,et al.  An optimisation framework for a hybrid first/second generation bioethanol supply chain , 2012, Comput. Chem. Eng..

[70]  Luis Puigjaner,et al.  Addressing the design of chemical supply chains under demand uncertainty , 2006 .

[71]  Mir Saman Pishvaee,et al.  Robust possibilistic programming for socially responsible supply chain network design: A new approach , 2012, Fuzzy Sets Syst..

[72]  Elif Akçali,et al.  Network design for reverse and closed-loop supply chains: An annotated bibliography of models and solution approaches , 2009 .